General models are "jacks of all trades" but masters of none. Our specialized agents are trained on your specific data and rules, meaning they make fewer mistakes, cost less to run, and handle niche tasks (like sentiment analysis or object detection) with far higher precision.

Not necessarily. By using techniques like fine-tuning on models from Ollama or Hugging Face, we can achieve "expert" performance even with smaller, high-quality datasets.

Yes. We expertise in local deployment, allowing your ML agents to run on your own hardware. This is ideal for businesses with strict data privacy requirements or those operating in environments with unstable connectivity.

Because we specialize in "fitting" the model to the task, we can often run agents on affordable VPS hosting (like Hostinger) or existing local hardware, keeping your monthly overhead significantly lower than most enterprise AI platforms.